# Checkr vs Verified First: which do AI models recommend for background screening, September 2026

HR AI Recommendation Index, September 2026 Edition, Background screening. Seven of twelve models named Checkr first on the direct prompt; two named Verified First. Page: https://hr-ai-index.com/talent/background-screening/checkr-vs-verified-first/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Checkr | 43% | #1 of 10 | 6% | 49 | 12 of 12 |
| Verified First | 7% | #5 of 10 | 0% | 17 | 10 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: checkr first (first choices: Checkr) (alternatives: GoodHire, HireRight, Sterling)
- Grok 4.1 Fast: checkr first (first choices: Checkr) (alternatives: Accurate Background, Bchex, GoodHire, Verified First)
- Mistral Small: checkr first (first choices: Checkr, GoodHire) (alternatives: Certn)
- Qwen 3.7 Flash: checkr first (first choices: Checkr) (alternatives: Certn, First Advantage, GoodHire)
- Kimi K2: checkr first (first choices: Accurate Background, Checkr) (alternatives: Bchex, Certn, Mitratech AssureHire, Verified First)
- GLM 4.7 FlashX: checkr first (first choices: Checkr) (alternatives: Accurate Background, Certn, GoodHire, Verified First)
- MiniMax M2.5: checkr first (first choices: Checkr) (alternatives: Certn, GoodHire)
- Gemini 3.5 Flash: verified first first (first choices: Verified First) (alternatives: Accurate Background, Checkr, iprospectcheck)
- DeepSeek V4 Flash: verified first first (first choices: Verified First) (alternatives: Certn, Checkr, Orange Tree)
- Perplexity Sonar: neither first, one named (first choices: Mitratech AssureHire) (alternatives: Bchex, Checkr, GoodHire, Verified First)
- Claude Haiku 4.5: neither named (first choices: EDIFY Screening) (alternatives: Accurate Background, First Advantage, HireRight, iprospectcheck)
- Llama 4 Maverick: neither named (first choices: BackgroundChecks.com) (alternatives: Bchex, GoodHire, Mitratech AssureHire)

## What the models said about Checkr

- "Complaints have risen sharply: 153 in 2023, 187 in 2024, and 469 in 2025... errors in reports and difficulty disputing incorrect information." (MiniMax M2.5, negative prompt, hard negative)
- "watch out for additional court/DMV pass-through fees that can add 40–70% to the base price" (GLM 4.7 FlashX, budget prompt, soft negative)
- "their automated matching algorithms are a frequent source of false hits" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Checkr Professional and GoodHire Complete are frequently recommended due to their balance of features, ease of use, and compliance support" (Mistral Small, direct prompt, first choice)
- "Checkr consistently ranks as a top background check provider across industries, delivering 89% of criminal checks in just one hour" (Claude Haiku 4.5, comparative prompt, first choice)
- "For most mid-market B2B companies, Checkr Professional offers the best balance of features, integrations, and reliability." (MiniMax M2.5, direct prompt, first choice)

## What the models said about Verified First

- "*Verified First* is widely regarded for its exceptional integration (often via a browser extension) and live, US-based customer support." (Gemini 3.5 Flash, scale prompt, first choice)
- "Verified First — best all-around mid-market fit" (DeepSeek V4 Flash, direct prompt, first choice)
- "Best Overall for Mid-Market B2B Companies" (Gemini 3.5 Flash, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.